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食品准备与服务AI暴露度
- 数据来源: BLS发布时间: 2026-08
高· 相对
低四级相对区间很高职业群单位数值
尺度 · 母数 · 来源
四级相对类别（低 / 中等 / 高 / 很高）
以BLS就业预测表中831个细分职业为基数。取值按 NEM（全国就业矩阵）代码给定，因此共用同一 NEM 代码的职业得到相同分档
- 数据来源: Anthropic发布时间: 2026-03
0.056
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.25
0.09此处所载数值的范围0.70职业群单位数值
尺度 · 母数 · 来源
生成式AI暴露度指数，按发布原值0–1
ISCO-08职业小类单位 — 共用同一代码的职业取值相同
本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 77%。
该来源发布的是什么性质的数值
BLS的类别是相对排位而非绝对水平，也不是一手测量：它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测，不是采用概率，也不区分自动化与增强。
Task-level exposure
显示隐藏的 23 项工作| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Train workers in food preparation, and in service, sanitation, and safety procedures.35-1012 | 0.020677.1 | 0.0029100.0 |
Specify food portions and courses, production and time sequences, and workstation and equipment arrangements.35-1012 | 0.004516.7 | —0 |
Develop departmental objectives, budgets, policies, procedures, and strategies.35-1012 | 0.00176.2 | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Assign duties, responsibilities, and work stations to employees in accordance with work requirements.O*NET Task ID 2150 | 1.0 |
Estimate ingredients and supplies required to prepare a recipe.O*NET Task ID 2151 | 1.0 |
Perform various financial activities, such as cash handling, deposit preparation, and payroll.O*NET Task ID 18714 | 1.0 |
Observe and evaluate workers and work procedures to ensure quality standards and service, and complete disciplinary write-ups.O*NET Task ID 18716 | 1.0 |
Record production, operational, and personnel data on specified forms.O*NET Task ID 18719 | 1.0 |
Compile and balance cash receipts at the end of the day or shift.O*NET Task ID 2144 | 0.5 |
Resolve customer complaints regarding food service.O*NET Task ID 2145 | 0.5 |
Control inventories of food, equipment, smallware, and liquor, and report shortages to designated personnel.O*NET Task ID 2148 | 0.5 |
Analyze operational problems, such as theft and wastage, and establish procedures to alleviate these problems.O*NET Task ID 2153 | 0.5 |
Specify food portions and courses, production and time sequences, and workstation and equipment arrangements.O*NET Task ID 2154 | 0.5 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page